| Number of Variables | 20 |
|---|---|
| Number of Rows | 98913 |
| Missing Cells | 402774 |
| Missing Cells (%) | 20.4% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 30.8 MB |
| Average Row Size in Memory | 326.1 B |
| Variable Types |
|
| _wgustm and _windchillm have similar distributions | Similar Distribution |
|---|---|
| _heatindexm has 69802 (70.57%) missing values | Missing |
| _precipm has 98913 (100.0%) missing values | Missing |
| _vism has 4416 (4.46%) missing values | Missing |
| _wdird has 14380 (14.54%) missing values | Missing |
| _wdire has 14380 (14.54%) missing values | Missing |
| _wgustm has 97850 (98.93%) missing values | Missing |
| _windchillm has 98340 (99.42%) missing values | Missing |
| _wspdm has 2353 (2.38%) missing values | Missing |
| _pressurem is skewed | Skewed |
| _vism is skewed | Skewed |
|---|---|
| _wdird is skewed | Skewed |
| _wgustm is skewed | Skewed |
| _windchillm is skewed | Skewed |
| _wspdm is skewed | Skewed |
| datetime_utc has a high cardinality: 98913 distinct values | High Cardinality |
| datetime_utc has constant length 14 | Constant Length |
| _fog has constant length 1 | Constant Length |
| _hail has constant length 1 | Constant Length |
| _rain has constant length 1 | Constant Length |
| _snow has constant length 1 | Constant Length |
|---|---|
| _thunder has constant length 1 | Constant Length |
| _tornado has constant length 1 | Constant Length |
| datetime_utc has all distinct values | Unique |
| _precipm has all distinct values | Unique |
| _wdird has 17330 (17.52%) zeros | Zeros |
| _wspdm has 28884 (29.2%) zeros | Zeros |
categorical
| Approximate Distinct Count | 98913 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 7.5 MB |
| Mean | 14 |
|---|---|
| Standard Deviation | 0 |
| Median | 14 |
| Minimum | 14 |
| Maximum | 14 |
| 1st row | 19961101-11:00 |
|---|---|
| 2nd row | 19961101-12:00 |
| 3rd row | 19961101-13:00 |
| 4th row | 19961101-14:00 |
| 5th row | 19961101-16:00 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 98913 |
| Decimal Number | 1186956 |
categorical
| Approximate Distinct Count | 39 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 68 |
| Missing (%) | 0.1% |
| Memory Size | 6.7 MB |
| Mean | 5.7609 |
|---|---|
| Standard Deviation | 3.6366 |
| Median | 4 |
| Minimum | 3 |
| Maximum | 29 |
| 1st row | Smoke |
|---|---|
| 2nd row | Smoke |
| 3rd row | Smoke |
| 4th row | Smoke |
| 5th row | Smoke |
| Count | 552184 |
|---|---|
| Lowercase Letter | 437580 |
| Space Separator | 17248 |
| Uppercase Letter | 114604 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 51 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 619 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1.5 MB |
| Mean | 15.8171 |
| Minimum | -24 |
| Maximum | 75 |
| Zeros | 164 |
| Zeros (%) | 0.2% |
| Negatives | 243 |
| Negatives (%) | 0.2% |
| Minimum | -24 |
|---|---|
| 5-th Percentile | 5 |
| Q1 | 10 |
| Median | 15 |
| Q3 | 22 |
| 95-th Percentile | 26 |
| Maximum | 75 |
| Range | 99 |
| IQR | 12 |
| Mean | 15.8171 |
|---|---|
| Standard Deviation | 7.0969 |
| Variance | 50.3662 |
| Sum | 1.5547e+06 |
| Skewness | -0.01162 |
| Kurtosis | -0.9975 |
| Coefficient of Variation | 0.4487 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6.2 MB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 98913 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6.2 MB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 98913 |
numerical
| Approximate Distinct Count | 193 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 69802 |
| Missing (%) | 70.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 454.9 KB |
| Mean | 35.6596 |
| Minimum | 26.8 |
| Maximum | 73.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 26.8 |
|---|---|
| 5-th Percentile | 28.3 |
| Q1 | 31.7 |
| Median | 35.1 |
| Q3 | 39.2 |
| 95-th Percentile | 44.4 |
| Maximum | 73.6 |
| Range | 46.8 |
| IQR | 7.5 |
| Mean | 35.6596 |
|---|---|
| Standard Deviation | 5.0136 |
| Variance | 25.136 |
| Sum | 1.0381e+06 |
| Skewness | 0.4315 |
| Kurtosis | -0.318 |
| Coefficient of Variation | 0.1406 |
numerical
| Approximate Distinct Count | 100 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 753 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1.5 MB |
| Mean | 57.7744 |
| Minimum | 4 |
| Maximum | 243 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 4 |
|---|---|
| 5-th Percentile | 19 |
| Q1 | 39 |
| Median | 58 |
| Q3 | 77 |
| 95-th Percentile | 94 |
| Maximum | 243 |
| Range | 239 |
| IQR | 38 |
| Mean | 57.7744 |
|---|---|
| Standard Deviation | 23.7545 |
| Variance | 564.2745 |
| Sum | 5.6711e+06 |
| Skewness | -0.06643 |
| Kurtosis | -0.9419 |
| Coefficient of Variation | 0.4112 |
categorical
| Approximate Distinct Count | 1 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6.4 MB |
| Mean | 3 |
|---|---|
| Standard Deviation | 0 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 3 |
| 1st row | nan |
|---|---|
| 2nd row | nan |
| 3rd row | nan |
| 4th row | nan |
| 5th row | nan |
| Count | 296739 |
|---|---|
| Lowercase Letter | 296739 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 139 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 231 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1.5 MB |
| Mean | 1951.8614 |
| Minimum | -9999 |
| Maximum | 1.0106e+08 |
| Zeros | 3 |
| Zeros (%) | 0.0% |
| Negatives | 749 |
| Negatives (%) | 0.8% |
| Minimum | -9999 |
|---|---|
| 5-th Percentile | 996 |
| Q1 | 1002 |
| Median | 1008 |
| Q3 | 1014 |
| 95-th Percentile | 1019 |
| Maximum | 1.0106e+08 |
| Range | 1.0107e+08 |
| IQR | 12 |
| Mean | 1951.8614 |
|---|---|
| Standard Deviation | 321710.1223 |
| Variance | 1.035e+11 |
| Sum | 1.9261e+08 |
| Skewness | 314.1274 |
| Kurtosis | 98675.0104 |
| Coefficient of Variation | 164.8222 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6.2 MB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 98913 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6.2 MB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 98913 |
numerical
| Approximate Distinct Count | 50 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 669 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1.5 MB |
| Mean | 25.5784 |
| Minimum | 1 |
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 10 |
| Q1 | 19 |
| Median | 27 |
| Q3 | 32 |
| 95-th Percentile | 38 |
| Maximum | 90 |
| Range | 89 |
| IQR | 13 |
| Mean | 25.5784 |
|---|---|
| Standard Deviation | 8.4647 |
| Variance | 71.6517 |
| Sum | 2.5129e+06 |
| Skewness | -0.3456 |
| Kurtosis | -0.5848 |
| Coefficient of Variation | 0.3309 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6.2 MB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 98913 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6.2 MB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 98913 |
numerical
| Approximate Distinct Count | 48 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 4416 |
| Missing (%) | 4.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1.4 MB |
| Mean | 2.4199 |
| Minimum | 0 |
| Maximum | 6436 |
| Zeros | 123 |
| Zeros (%) | 0.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.6 |
| Q1 | 1.5 |
| Median | 2 |
| Q3 | 3 |
| 95-th Percentile | 5 |
| Maximum | 6436 |
| Range | 6436 |
| IQR | 1.5 |
| Mean | 2.4199 |
|---|---|
| Standard Deviation | 20.9707 |
| Variance | 439.7693 |
| Sum | 228671.83 |
| Skewness | 305.5707 |
| Kurtosis | 93742.8754 |
| Coefficient of Variation | 8.666 |
numerical
| Approximate Distinct Count | 63 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 14380 |
| Missing (%) | 14.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1.3 MB |
| Mean | 162.551 |
| Minimum | 0 |
| Maximum | 960 |
| Zeros | 17330 |
| Zeros (%) | 17.5% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 50 |
| Median | 150 |
| Q3 | 270 |
| 95-th Percentile | 320 |
| Maximum | 960 |
| Range | 960 |
| IQR | 220 |
| Mean | 162.551 |
|---|---|
| Standard Deviation | 120.0199 |
| Variance | 14404.7737 |
| Sum | 1.3741e+07 |
| Skewness | -0.05824 |
| Kurtosis | -1.465 |
| Coefficient of Variation | 0.7384 |
categorical
| Approximate Distinct Count | 17 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 14380 |
| Missing (%) | 14.5% |
| Memory Size | 5.5 MB |
| Mean | 3.5124 |
|---|---|
| Standard Deviation | 1.0544 |
| Median | 3 |
| Minimum | 2 |
| Maximum | 8 |
| 1st row | West |
|---|---|
| 2nd row | North |
| 3rd row | North |
| 4th row | North |
| 5th row | North |
| Count | 296913 |
|---|---|
| Lowercase Letter | 137105 |
| Space Separator | 0 |
| Uppercase Letter | 159808 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 22 |
|---|---|
| Approximate Unique (%) | 2.1% |
| Missing | 97850 |
| Missing (%) | 98.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 16.6 KB |
| Mean | 37.7045 |
| Minimum | 25.9 |
| Maximum | 92.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 25.9 |
|---|---|
| 5-th Percentile | 27.8 |
| Q1 | 33.3 |
| Median | 37 |
| Q3 | 40.7 |
| 95-th Percentile | 48.2 |
| Maximum | 92.6 |
| Range | 66.7 |
| IQR | 7.4 |
| Mean | 37.7045 |
|---|---|
| Standard Deviation | 6.8411 |
| Variance | 46.8002 |
| Sum | 40079.9 |
| Skewness | 2.0416 |
| Kurtosis | 8.8819 |
| Coefficient of Variation | 0.1814 |
numerical
| Approximate Distinct Count | 20 |
|---|---|
| Approximate Unique (%) | 3.5% |
| Missing | 98340 |
| Missing (%) | 99.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 9.0 KB |
| Mean | 5.7082 |
| Minimum | 2.1 |
| Maximum | 7.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 2.1 |
|---|---|
| 5-th Percentile | 3.54 |
| Q1 | 4.9 |
| Median | 6.1 |
| Q3 | 6.8 |
| 95-th Percentile | 7.3 |
| Maximum | 7.3 |
| Range | 5.2 |
| IQR | 1.9 |
| Mean | 5.7082 |
|---|---|
| Standard Deviation | 1.206 |
| Variance | 1.4544 |
| Sum | 3270.8 |
| Skewness | -0.5523 |
| Kurtosis | -0.5409 |
| Coefficient of Variation | 0.2113 |
numerical
| Approximate Distinct Count | 89 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 2353 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1.5 MB |
| Mean | 7.6859 |
| Minimum | 0 |
| Maximum | 1514.9 |
| Zeros | 28884 |
| Zeros (%) | 29.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 7.4 |
| Q3 | 11.1 |
| 95-th Percentile | 22.2 |
| Maximum | 1514.9 |
| Range | 1514.9 |
| IQR | 11.1 |
| Mean | 7.6859 |
|---|---|
| Standard Deviation | 11.996 |
| Variance | 143.9032 |
| Sum | 742146.1 |
| Skewness | 59.4215 |
| Kurtosis | 6484.4248 |
| Coefficient of Variation | 1.5608 |